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SIGMOD
2005
ACM
162views Database» more  SIGMOD 2005»
15 years 9 months ago
Fast and Approximate Stream Mining of Quantiles and Frequencies Using Graphics Processors
We present algorithms for fast quantile and frequency estimation in large data streams using graphics processor units (GPUs). We exploit the high computational power and memory ba...
Naga K. Govindaraju, Nikunj Raghuvanshi, Dinesh Ma...
SDM
2012
SIAM
237views Data Mining» more  SDM 2012»
12 years 12 months ago
A Distributed Kernel Summation Framework for General-Dimension Machine Learning
Kernel summations are a ubiquitous key computational bottleneck in many data analysis methods. In this paper, we attempt to marry, for the first time, the best relevant technique...
Dongryeol Lee, Richard W. Vuduc, Alexander G. Gray
IWOMP
2007
Springer
15 years 3 months ago
Support for Fine Grained Dependent Tasks in OpenMP
OpenMP is widely used for shared memory parallel programming and is especially useful for the parallelisation of loops. When it comes to task parallelism, however, OpenMP is less p...
Oliver Sinnen, Jsun Pe, Alexander Vladimirovich Ko...
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IPPS
2000
IEEE
15 years 1 months ago
Monotonic Counters: A New Mechanism for Thread Synchronization
Only a handful of fundamental mechanisms for synchronizing the access of concurrent threads to shared memory are widely implemented and used. These include locks, condition variab...
John Thornley, K. Mani Chandy
IPPS
1998
IEEE
15 years 1 months ago
An Efficient Counting Network
Counting networks were introduced as a new class of concurrent, distributed, low contention data structures suitable for implementing shared counters. Their structure is similar t...
Costas Busch, Marios Mavronicolas